diffusion transformer

Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation ICLR 2025 Mask^2DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation CVPR 2025 MaskGWM: A Generalizable Driving World Model with Video Mask Reconstruction CVPR 2025 MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025 Matrix3D: Large Photogrammetry Model All-in-One CVPR 2025 MedDelinea: Scalable and Efficient Medical Image Segmentation via Controllable Diffusion Transformers MIDL 2025 MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025 MegActor-Sigma: Unlocking Flexible Mixed-Modal Control in Portrait Animation with Diffusion Transformer AAAI 2025 MMAIF: Multi-task and Multi-degradation All-in-One for Image Fusion with Language Guidance ICCV 2025 Model Reveals What to Cache: Profiling-Based Feature Reuse for Video Diffusion Models ICCV 2025 MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls AAAI 2025 MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation CVPR 2025 Multi-subject Open-set Personalization in Video Generation CVPR 2025 Navigation World Models CVPR 2025 OminiControl: Minimal and Universal Control for Diffusion Transformer ICCV 2025 OmniCache: A Trajectory-Oriented Global Perspective on Training-Free Cache Reuse for Diffusion Transformer Models ICCV 2025 OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models ICCV 2025 OmniStyle: Filtering High Quality Style Transfer Data at Scale CVPR 2025 On-Device Diffusion Transformer Policy for Efficient Robot Manipulation ICCV 2025 On Statistical Rates of Conditional Diffusion Transformers: Approximation, Estimation and Minimax Optimality ICLR 2025 OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation CVPR 2025 PanoDiT: Panoramic Videos Generation with Diffusion Transformer AAAI 2025 Photolithography Overlay Map Generation with Implicit Knowledge Distillation Diffusion Transformer ICCV 2025 Pinco: Position-induced Consistent Adapter for Diffusion Transformer in Foreground-conditioned Inpainting ICCV 2025 Pippo: High-Resolution Multi-View Humans from a Single Image CVPR 2025